3.1 Levels of serum TSP-2 are significantly increased in T2DM patients and correlate closely with a cluster of early DKD risk factors
TSP-2 assay was used to measure serum concentrations in 494 subjects with T2DM and 148 healthy controls included in this study as shown in Table 1. Serum TSP-2 levels ranged from 0.11 to 52.12 ng/mL. Unexpectedly, T2DM subjects had significantly higher serum TSP-2 levels than healthy [7.03 (3.48–12.91) vs. 6.86 (5.11–8.36) ng/mL, p = 0.014], in addition, the levels were significantly increased in these T2DM patients with early DKD compared to those without [10.48 (7.19–15.73) vs. 7.03 (3.48–12.91) ng/mL, p < 0.001], suggesting that TSP-2 may be related to the progress of early DKD in these patients with T2DM.
Table 1
Baseline characteristics of the study participants with early-stage renal damage stratified UACR (if ≥ 30 mg/g)
Variables | Healthy (n = 148) | T2DM_DN (n = 154) | T2DM_No_DN (n = 340) | p T2DM_DN vs Healthy | p T2DM_No_DN vs Healthy | p T2DM_DN vs T2DM_No_DN |
Male | 43 (29.1%) | 97 (63.0%) | 262 (77.1%) | < 0.001 | < 0.001 | 0.002 |
Current smoking | 30 (20.5%) | 77 (50.3%) | 149 (43.8%) | < 0.001 | < 0.001 | 0.204 |
Current drinking | 38 (26.0%) | 50 (32.5%) | 100 (29.4%) | 0.254 | 0.511 | 0.527 |
Physical activity | 77 (52.4%) | 19 (12.3%) | 34 (10.0%) | < 0.001 | < 0.001 | 0.436 |
Hypertension | 0 (0.0%) | 76 (49.4%) | 123 (36.2%) | < 0.001 | < 0.001 | 0.007 |
Age, years | 34.30 ± 8.27 | 54.49 ± 9.97 | 50.96 ± 10.25 | < 0.001 | < 0.001 | < 0.001 |
T2DM duration, months | — | 102.63 ± 80.04 | 39.08 ± 68.80 | — | — | < 0.001 |
BMI, kg/m2 | 21.04 ± 2.39 | 25.90 ± 3.22 | 25.23 ± 3.33 | < 0.001 | < 0.001 | 0.034 |
FPG, mmol/L | 4.45 (4.24–4.67) | 7.79 (6.64–9.85) | 7.53 (6.15–9.38) | < 0.001 | < 0.001 | 0.60 |
HbA1c, % | 5.23 (5.04–5.43) | 8.48 (7.36–10.37) | 8.23 (7.20–10.40) | > 0.999 | < 0.001 | < 0.001 |
SBP, mmHg | 112.87 ± 12.22 | 139.22 ± 19.35 | 130.18 ± 17.46 | < 0.001 | < 0.001 | < 0.001 |
DBP, mmHg | 68.92 ± 9.25 | 78.54 ± 10.62 | 75.06 ± 10.15 | < 0.001 | < 0.001 | 0.001 |
TG, mmol/L | 0.93 (0.75–1.17) | 1.57 (1.11–2.33) | 1.45 (1.04–2.02) | < 0.001 | < 0.001 | 0.364 |
TC, mmol/L | 4.36 (4.06–4.69) | 4.80 (4.10–5.45) | 4.56 (3.88–5.29) | < 0.001 | 0.010 | 0.295 |
HDL-c, mmol/L | 1.41 (1.23–1.64) | 1.04 (0.89–1.18) | 1.03 (0.87–1.23) | < 0.001 | < 0.001 | > 0.999 |
LDL-c, mmol/L | 2.48 (2.19–2.82) | 2.93 (2.31–3.42) | 2.84 (2.18–3.38) | < 0.001 | < 0.001 | > 0.999 |
SUA, µmol/L | 263.0 (295.0-340.3) | 257.3 (328.5-386.3) | 278.0 (327.0-389.0) | 0.001 | 0.045 | > 0.999 |
BUN, mmol/L | 4.21 (4.83–5.58) | 4.55 (5.40–6.32) | 4.40 (5.20–6.19) | 0.004 | 0.010 | > 0.999 |
SCR, mg/dL | 48.75 (56.0–67.0) | 61.0 (68.0-77.25) | 64.0 (69.0–75.0) | < 0.001 | < 0.001 | > 0.999 |
eGFR, mL/min/1.73m2 | 116.2 (123.4–132.0) | 93.6 (101.6-111.4) | 100.1 (106.9-114.7) | < 0.001 | < 0.001 | 0.002 |
Albumin, g/L | 45.80 (44.10–47.30) | 41.90 (38.93-45.0) | 42.30 (39.40–44.70) | < 0.001 | < 0.001 | > 0.999 |
Platelets, 109/L | 228.0 (200.0-260.0) | 219.0 (171.3–252.0) | 75.10 (40.80–177.0) | 0.203 | < 0.001 | < 0.001 |
UACR, mg/g | 5.28 (2.92–7.92) | 61.89 (44.05-104.48) | 9.92 (6.50-15.21) | < 0.001 | < 0.001 | < 0.001 |
TSP-2, ng/mL | 6.86 (5.11–8.36) | 10.48 (7.19–15.73) | 7.03 (3.48–12.91) | < 0.001 | 0.014 | < 0.001 |
Use of statin | — | 46 (29.9%) | 76 (22.4%) | — | — | 0.091 |
Use of ACEIs/ARBs | — | 85 (55.2%) | 138 (40.6%) | — | — | 0.003 |
Note. Data are presented as mean ± SD, or median (interquartile range). BMI, body mass index; FPG, fasting plasma glucose; HbA1c, haemoglobin A1c; SBP, systolic blood pressure; DBP, diastolic blood pressure; TG, triglyceride; TC, total cholesterol; HDL-c, high-density lipoprotein cholesterol; LDL-c, low-density lipoprotein cholesterol; SUA, serum uric acid; BUN, blood urea nitrogen; SCR, serum creatinine; eGFR, estimated glomerular filtration rate; UACR, urinary albumin-to-creatinine ratio; TSP-2, thrombospondin-2. |
Consistent with the change of age, a higher prevalence of hypertension was observed in these subjects, following a longer duration of T2DM [(102.63 ± 80.04) vs. (39.08 ± 68.80) months ng/mL, p < 0.001], and a lower eGFR [100.1 (106.9-114.7) vs. 93.6 (101.6-111.4) mL/min/1.73m2, p = 0.002]. However, no obvious differences in FPG and Albumin, as well as blood lipid parameters including TG, TC, HDL-c and LDL-c, and renal function parameters including SUA, BUN and SCR, were observed in these T2DM subjects with or without early DKD (all p > 0.05).
To investigate whether TSP-2 is related to the pathogenesis of early DKD in patients with T2DM, we next investigated the relationship between serum TSP-2 levels and a cluster of anthropometric parameters and renal function parameters. Correlation analysis showed a significant positive association of serum TSP-2 levels with SBP, TG, platelet,and renal function parameters including SUA, SCR, and UACR, respectively (all p < 0.05), but a negative association with eGFR (p < 0.05), after adjusting for age. Furthermore, the positive correlation of serum LCN-2 with these parameters, except for SBP, remained significant even after adjusting for age, sex, and T2DM duration (Table 2). These results suggested that TSP-2 presents a closely relationship with renal function in patients with T2DM.
Table 2
Correlation between serum TSP-2 with various parameters (n = 494)
| Serum TSP-2 | Serum TSP-2 (age-adjusted) | Serum TSP-2 (age, sex, and T2DM duration-adjusted) |
Variables | r | p | r | p | r | p |
Age | 0.063 | 0.163 | — | — | — | — |
Sex | -0.006 | 0.867 | -0.009 | 0.845 | — | — |
T2DM duration | 0.051 | 0.263 | 0.032 | 0.484 | — | — |
BMI | 0.068 | 0.134 | 0.073 | 0.109 | 0.073 | 0.108 |
FPG* | 0.030 | 0.503 | 0.035 | 0.466 | 0.036 | 0.435 |
HbA1c* | -0.023 | 0.619 | -0.006 | 0.891 | -0.006 | 0.892 |
SBP | 0.104 | 0.022 | 0.090 | 0.049 | 0.087 | 0.055 |
DBP | 0.085 | 0.060 | 0.087 | 0.055 | 0.088 | 0.053 |
TG* | 0.098 | 0.030 | 0.109 | 0.016 | 0.109 | 0.016 |
TC* | 0.026 | 0.566 | 0.036 | 0.425 | 0.039 | 0.393 |
HDL-c* | -0.031 | 0.491 | -0.044 | 0.338 | -0.043 | 0.343 |
LDL-c* | -0.017 | 0.710 | -0.007 | 0.874 | -0.005 | 0.916 |
SUA* | 0.135 | 0.003 | 0.144 | 0.002 | 0.145 | 0.001 |
BUN* | 0.024 | 0.593 | 0.006 | 0.893 | 0.005 | 0.912 |
SCR* | 0.104 | 0.021 | 0.101 | 0.025 | 0.113 | 0.013 |
eGFR* | -0.127 | 0.005 | -0.111 | 0.014 | -0.112 | 0.014 |
Albumin* | -0.058 | 0.203 | -0.044 | 0.335 | -0.048 | 0.294 |
Platelets* | 0.098 | 0.030 | 0.095 | 0.037 | 0.095 | 0.036 |
UACR* | 0.339 | < 0.001 | 0.334 | < 0.001 | 0.344 | < 0.001 |
Note. * Log transformed. BMI, body mass index; FPG, fasting plasma glucose; HbA1c, haemoglobin A1c; SBP, systolic blood pressure; DBP, diastolic blood pressure; TG, triglyceride; TC, total cholesterol; HDL-c, high-density lipoprotein cholesterol; LDL-c, low-density lipoprotein cholesterol; SUA, serum uric acid; BUN, blood urea nitrogen; SCR, serum creatinine; eGFR, estimated glomerular filtration rate; UACR, urinary albumin-to-creatinine ratio. |
3.2 Serum TSP-2 is independently associated with early DKD
To further evaluate the potential clinical values of TSP-2 for early-stage renal damage in patients with T2DM, multivariable logistic regressions with different models on the basis of variant risk factors were performed. The results of the logistic regression analysis for predicting early DKD were shown in Table 3. Logistic regression analysis included age, sex, T2DM duration, BMI, drug use of statins, ACEIs/ARBs, and TSP-2 levels at baseline. We found that the serum TSP-2 level was independently associated with development of early DKD [OR 2.26 (95% CI 1.63–3.14), p < 0.001], together with age [OR 1.06 (95% CI 1.03–1.09), p < 0.001], T2DM duration [OR 1.00 (95% CI 1.00-1.01), p = 0.008], and baseline BMI [OR 1.09 (95% CI 1.02–1.17), p = 0.015]. Results were similar after adjustment for baseline plus TG, SUA, SCR, eGFR, Platelet, and UACR levels. Serum TSP-2 level remained independently associated with early DKD [OR 1.94 (95% CI 1.24–3.04), p = 0.004], together with platelets [OR 1.66 (95% CI 1.06–2.60), p = 0.026], and UACR, a recently commonly used clinical laboratory marker [OR 2.52 (95% CI 1.82–3.49), p < 0.001].
Table 3
Multivariable logistic regression analysis showing the association of serum TSP-2 level with DN (n = 494)
Variables | OR (95%CI) | p value |
Model 1 | | |
Age | 1.06 (1.03–1.09) | < 0.001 |
T2DM duration | 1.00 (1.00-1.01) | 0.008 |
BMI, kg/m2 | 1.09 (1.02–1.17) | 0.015 |
TSP-2*, ng/mL | 2.26 (1.63–3.14) | < 0.001 |
Model 2 | | |
Platelets*, 109/L | 1.66 (1.06–2.60) | 0.026 |
UACR*, mg/g | 2.52 (1.82–3.49) | < 0.001 |
TSP-2*, ng/mL | 1.94 (1.24–3.04) | 0.004 |
Note. * Log transformed. Model 1, variables included in the analysis were basic factors including age, sex, T2DM duration, and BMI, and drug use of statin, ACEIs/ARBs, and TSP-2 levels. Model 2, variables included in the analysis were those in model 1 plus TG, SUA, SCR, eGFR, Platelets, and UACR levels. |
Although the absolute value of AUROC for serum TSP-2 [0.66 (95% CI 0.61–0.71)] to predict early DKD was not larger than that of UACR [0.78 (95% CI 0.73–0.83)], there were significant improvements in a combined analysis for both TSP-2 and UACR compared with TSP-2 or UACR alone, furthermore, the larger AUROC for both TSP-2 and UACR after the addition of age at baseline was produced (Fig. 1). Taken together, serum TSP-2 levels may be a good predictor for the incidence of early DKD in patients with T2DM, and measurement of serum TSP-2 levels may be beneficial for identifying the high and low risk of DKD in patients who have undergone T2DM.
3.3 TSP-2 expression is increased in kidney tissues of db/db mice and positively associated with UACR
Serum levels of TSP-2 were significantly increased in db/db mice (p < 0.05), (Fig. 2A). The db/db mice had significantly higher serum TSP-2 levels than the db/m mice [(468.56 ± 62.34) vs. (384.27 ± 51.44) ng/mL, p = 0.048], and m/m mice [(468.56 ± 62.34) vs. (357.88 ± 36.36) ng/mL, p = 0.012]. In addition, we also detected the levels of FPG, SCR, and UACR, consistent with the development of diabetes, higher FPG level, but lower level of SCR were observed in the db/db mice. Similarly, the level of UACR was markedly elevated in db/db mice compared with db/m mice [(73.43 ± 34.66) vs. (17.78 ± 2.69) mg/g, p = 0.004] (Table 4). In addition, correlation analysis revealed a significant positive correlation between UACR and its serum protein concentration (Fig. 3). These data are in agreement with our clinical observations showing increased serum levels of TSP-2 in T2DM individuals.
Table 4
Baseline characteristics of mice
Variables | m/m (n = 7) | db/m (n = 5) | db/db (n = 7) | db/db vs m/m U (p) | db/db vs db/m U (p) | db/m vs m/m U (p) |
FPG, mmol/L | 6.11 ± 0.60 | 6.24 ± 0.53 | 31.45 ± 1.24 | 49.0 (0.001) | 35.0 (0.003) | 21.0 (0.639) |
SCR, umol/L | 16.00 ± 2.45 | 17.40 ± 2.51 | 9.43 ± 1.13 | 0.5 (0.001) | 0.0 (0.003) | 19.0 (0.537) |
UACR, mg/g | 15.05 ± 3.09 | 17.78 ± 2.69 | 73.43 ± 34.66 | 24.0 (0.010) | 30.0 (0.004) | 16.0 (0.190) |
TSP-2, ng/mL | 357.88 ± 36.36 | 384.27 ± 51.44 | 468.56 ± 62.34 | 27 (0.012) | 30.0 (0.048) | 14.0 (0.413) |
To further observe the physiological relevance of TSP-2 above in clinical findings, we next compared TSP-2 expression between various tissues and renal tissue in different 16-week-old male mice by Western blotting. Interestingly, TSP-2 expression were increased only in renal tissues of both db/m and db/db mice (Figs. 2B). The observation that TSP-2 was expressed in the renal tissue of db/m led us to examine whether TSP-2 expression was altered in diabetes. To this end, we compared the TSP-2 expression in renal tissues between 16-week-old male db/db mice and db/m mice. Notably, TSP-2 expression in renal tissue was markedly elevated in daibetic mice compared with db/m mice (Figs. 2C). These data suggest that renal tissue contributed, at least in part, to the elevated circulating TSP-2 levels observed in daibetic mice.